warehouses, and develops exploratory and predictive analyses for reporting and forecasting. Capabilities extend to data quality checks, KPI design, and integration of data from SaaS applications and internal systems. Engagement models include project-based builds and advisory support, with documentation and knowledge transfer to client teams.